Officials say the suspect climbed the fire escape and entered into the victim's bedroom window on Thieriot Avenue in the Soundview section around 1 a.m. this past Sunday.
Police are linking the suspect to a similar incident in November 2016.
Anyone with information on the assaults is asked to give police a call.